Paper Citation Record · LEDGER

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits

As of 20 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2502.02920.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.02920 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T10:42:47.976050Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

verified exact1
verified fuzzy1
unresolved33
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 257883f9-f2fc-45af-8ff7-fd4b38317454 · outbound

This paper cites About average daily budgets - Google Ads Help — support.google.com.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits About average daily budgets - Google Ads Help — support.google.com

Reference 1

Resolution: verified exact; raw_fallback, observed 2026-08-09T10:42:48.295052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a107aebb-090c-4055-96db-260ff7c13fb3 · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.785784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 039054f0-7fd1-4e93-bfee-b36e41682ce8 · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T10:42:47.790814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaba4728-1218-454b-88e5-475e94706e6b · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.769254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3de61025-d242-4a6f-a2d5-622dcb95dc6b · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.753293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 22ee9033-3779-4008-8957-03177a493adb · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.737544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 27488b9f-8f9c-4e40-aa24-0f422438478f · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.705983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f21ea779-1f33-495a-8f8a-5e398645ad93 · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.690838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 08ba914b-d278-4077-9678-a5df08997100 · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.675008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 47942a59-75b6-422f-bd6a-97ef26cda9f7 · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.659709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6142bf05-3658-4afe-a7dd-1bca95148206 · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.643586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1dc9a4c7-e96d-4c1a-be38-6f76b27d2714 · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.628130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 32ab136c-e99b-44f4-9da3-c672522381b6 · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.611734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation af23404f-1eec-4718-b147-03bb37981068 · outbound

This paper cites Sliding-Window Thompson Sampling for Non-Stationary Settings.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Sliding-Window Thompson Sampling for Non-Stationary Settings

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T10:42:47.848783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a4bb1a8-25a5-4a30-a216-13a58717be90 · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.596337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0efedbee-50ae-4a00-9300-2c50296c624c · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.579328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 311e640d-b952-4575-a6aa-6a2801ac02c6 · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.562078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ad91593f-c7ef-4fc7-84f9-965a9228903a · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.547623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e4ccf854-f40e-49be-a82c-bb1d46b70fce · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.532096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 44c81ee5-1ac1-4964-be47-bf67342b3220 · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.516145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 33d4a74f-3c66-4d4d-922e-f1bc314b62bb · outbound

This paper cites Incrementality Bidding and Attribution.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Incrementality Bidding and Attribution

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T10:42:47.895000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 649825cf-14e1-42e3-8a35-6da45b75794f · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.501429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5321481f-2b72-47c5-b983-39834fe2e8e3 · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.486603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d18d3ec4-212b-4aad-afaa-8a33671737cc · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.472222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a67873b6-821b-4c4c-be22-869540d12b74 · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.457564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 77cd3059-ada1-4e22-a4d9-042a1a06987a · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.442405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4d6b18ed-2839-4ac0-a44c-88667534f6ac · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.426480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 90ca0f17-3338-4f86-88ca-64695c51e5e6 · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.410708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9e89daec-56fa-4a24-8f71-3dbab0b7ae72 · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.395133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cba9b285-23f0-401a-8126-c2c16036c86b · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.379161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 45925734-f054-4ed8-bcaa-997c815ba3d5 · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.360516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation da66bdb4-bedd-4c7f-803a-0ecd48faf18e · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.343893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 89fb2694-5656-49a1-8c76-33076136a1fb · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.327890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 55ef44ef-8645-4575-8649-38dd47f8299c · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 37

Resolution: malformed identifier; no resolver link, observed 2026-08-09T10:42:47.971103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9aae5740-721f-4430-b986-3174c619bb5f · outbound

This paper cites an unresolved cited work.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:42:48.311897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e5b0073d-9935-4d03-b67e-fd76b2e04e28 · outbound

This paper cites Entropy 23, 3 (2021), 380.

Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits Entropy 23, 3 (2021), 380

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T10:42:48.721763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.